Abstract
Ras GTPases activate more than 20 signaling pathways, regulating such essential cellular functions as proliferation, survival, and migration. How Ras proteins control their signaling diversity is still a mystery. Several pieces of evidence suggest that the plasma membrane plays a critical role. Among these are: (1) selective recruitment of Ras and its effectors to particular localities allowing access to Ras regulators and effectors; (2) specific membrane-induced conformational changes promoting Ras functional diversity; and (3) oligomerization of membrane-anchored Ras to recruit and activate Raf. Taken together, the membrane does not only attract and retain Ras but also is a key regulator of Ras signaling. This can already be gleaned from the large variability in the sequences of Ras membrane targeting domains, suggesting that localization, environment and orientation are important factors in optimizing the function of Ras isoforms.
Keywords: lipid rafts, membrane microdomains, plasma membrane, Ras GTPases, Ras oligomerization, Ras signaling
Abbreviations
- EGF
extracellular growth factor
- EM
electron microscopy
- FRET
forster resonance energy transfer
- GAPs
GTPase activating proteins
- GDP
guanosine diphosphate
- GEFs
guanine nucleotide exchange factors
- GTP
guanosine triphosphate
- PI3-K
phosphoinositide 3-kinase
- SOS
son of sevenless
Introduction
An intriguing phenomenon in biology is the astonishing number of functions some proteins, such as Ras GTPases, tend to perform. Ras activates more than 20 effectors, initiating complex cellular responses to diverse environmental stimuli. Ras signaling is initiated by growth factor, antigen, chemokine and cytokine ligands. The current paradigm states that the receptor-ligand interaction activates Ras at the plasma membrane through Guanine exchange factors (GEFs), which promote the displacement of GDP for GTP.1 In its active state, Ras interacts with effector proteins to regulate cell proliferation, survival, migration, invasion, and apoptosis.2-4 Of all Ras effectors, Raf and phosphoinositide-3 kinases (PI3-Ks) are the best studied. Signaling through Ras ceases when its GTPase domain hydrolyses GTP to GDP (Fig. 1).
Figure 1.

Growth factor (GF, purple boxes) binding to its receptor (RTK dimer, long purple rectangles) initiates recruitment of GRB2 (a dark blue circle) and SOS (light blue triangles) to the membrane. SOS is a guanine exchange factor (GEF), which binds Ras-GDP and converts it to active Ras-GTP. GTPase activating proteins (GAPs) catalyze conversion of Ras-GTP to its GDP loaded form. The balance between GEFs and GAPs determines the amount of active Ras in cells. Active Ras proteins bind more than 20 known effectors (arrows followed by circles indicate the effectors, e.g. interaction with TIAM1 leads to cell migration, and that with RIN leads to endocytosis, etc.), which produce diverse cellular effects.
GTP hydrolysis is a slow process that needs to be catalyzed by GTPase activating proteins (GAPs).5 Ras GTPases are small 21 kDa proteins and many of Ras binding partners seem to share the same binding site. This site is a short extension of the Switch I region in the Ras GTPase domain, named the effector binding region 6-8 (Fig. 2). Binding of multiple effectors to a short stretch of amino acids in a small protein at the same time seems inconceivable. How Ras achieves signaling diversity is a conundrum waiting to be fully resolved.
Figure 2.

Active Ras GTPases interact with and switch on other proteins in the signal transduction chain. Most binding partners of Ras interact with the effector region or switch I region (dashed circle) on the protein through their Ras binding domains (RBDs). Thus, binding is highly competitive for these proteins. The ones with higher binding affinities can compete out the others and transduce the signal through the downstream pathways. Raf-1 (red, PDB ID: 4G0N), PLCϵ (orange, PDB ID: 2C5L), PI3K (magenta, PDB ID: 1e8y), and RASSF1 (green, Homology model), are major Ras partners that bind to the effector region on H-Ras (cyan, PDB ID: 1QRA). Each association activates a specific pathway/pathways and induces distinct biological responses including cell cycle progression, Ca2+ signaling, cell migration, and apoptosis/cell cycle arrest, respectively.
Accumulating evidence suggests that Ras association with the plasma membrane plays a significant role in deciding the number and the type of signaling outputs. Like a circuit board, the plasma membrane organizes different types of circuits or platforms, through which Ras switches on an intricate network of signals. The principles for the circuit formation are becoming clearer as we discover the complex organization of lipids within the plasma membrane. Lateral segregation of lipids into distinct microdomains within the membrane has led to the hypothesis that these microdomains serve as signaling platforms.9-11 The interaction of Ras with different membrane microdomains can affect its access to GEFs and effectors.12 The membrane microdomains can promote distinct changes in Ras structure and orientation, which influence the preferred oligomerization states of Ras isoforms. Understanding the mechanisms of regulation of Ras signaling is the focus of research in many labs. Regulation of Ras function by post-translational modifications has been analyzed in an excellent review by Ahearn et al.12 Many of these post-translational modifications affect Ras interactions with the plasma membrane. Here, we provide an overview of recent advances in Ras biology underscoring the role of the plasma membrane in Ras signaling.
Unique microdomains are present in the plasma membrane
The composition and lateral segregation of lipids, the shifts in protein localizations, and the coupled endocytic or exocytic processes result in a highly heterogeneous and dynamic plasma membrane. This heterogeneity leads to the formation of several types of microdomains functioning as signaling platforms for membrane proteins.9-11 These microdomains can be either transient or long-lasting relatively stable assemblies.13 A lipid raft is one such microdomain, which is rich in cholesterol and saturated lipids, like sphingolipids. These components are packed tightly together, forming a highly ordered, high density structure that is distinct from the surrounding low density lipids. One example of a high density microdomain is caveolae. Caveolae are invaginations present in cells consisting of components similar to those of lipid rafts.14 Several unclassified lipid microdomains have been found in different studies. Cholesterol-independent non-raft microdomains have been observed using electron microscopy.15 Another such non-raft microdomain contains primarily acidic head-groups present on phosphatidylserine and phosphatidic acid. Positively charged proteins bind to such microdomains through electrostatic interactions.16 Thus, it is becoming evident that the organization of the plasma membrane is complex, consisting of a number of entities, which differ in lipid composition and consequently in physical properties. Membrane associating proteins like Ras exploit this heterogeneity of the membrane to diversify and optimize their functions. An example of this is the enhanced K-Ras clustering and MAPK activation present in caveolin deficient cells.17 Another example suggests that membrane fluidity, dependent on the relative populations of disordered and rigid microdomains, dictates the insertion of farnesyl group of K-Ras into the membrane phospholipids.18 Disordered lipid microdomains of the membrane allow for the insertion of farnesyl group whereas the rigid microdomains restrict its insertion into the membrane phospholipids.
Protein-membrane interactions can no longer be viewed as binary switches turning on and off protein activity. The emerging concept is that the membrane uses multiple ways for fine tuning of protein function. Understanding of the regulatory mechanisms employed by the plasma membrane is important for the future design of therapeutic approaches modulating the activity of membrane proteins in disease.
Interaction of Ras GTPases with different membrane microdomains
Ras isoforms, H-Ras, N-Ras, K-Ras4A and K-Ras4B, contain a highly conserved N-terminal catalytic domain. The C-terminal 22–25 amino acid-long portion of Ras is named the hypervariable region (HVR), since it differs significantly across isoforms in its amino acid sequence.19 Although the N-terminal domains contribute to membrane binding,20 Ras proteins primarily interact with the membrane through their HVRs.21 The differences in amino acid sequence of Ras HVRs are augmented by different post-translational modifications. For instance, H-Ras, N-Ras and K-Ras4A are modified with farnesyl and palmitoyl lipid groups on their HVRs, which anchor the proteins to the plasma membrane. The palmitoylation-depalmitoylation cycle allows them to shuttle between the plasma membrane and the endomembranes of the Golgi apparatus and Endoplasmic Reticulum.22 K-Ras4B, on the other hand, lacks palmitoyl groups in its HVR. Instead, a polylysine patch in the K-Ras4B HVR, in addition to the farnesyl group, assists in binding the membrane. In addition, K-Ras4B has an alternative cycling mechanism. K-Ras4B undergoes protein kinase C (PKC)-mediated phosphorylation at a serine residue (S181) on its HVR. This phosphorylation event dissociates K-Ras4B from the plasma membrane through electrostatic repulsion with the negatively charged phospholipid head-groups.23-25 However, a recent study suggests that a significant fraction of phosphomimetic oncogenic K-Ras4B stays associated with the membrane.26 While phosphorylation of S181 causes a shift in membrane localization of K-Ras4B, it is unclear whether the shift is either between the plasma membrane and endomembranes or within the plasma membrane itself. K-Ras4B interaction with endosomal membranes is dynamic, with rapid exchange between the cytosolic and membrane associated pools. The rate of this exchange is modulated by the activation state of the protein, with the inactive state being less mobile than the active form.27 An additional mechanism that allows K-Ras4B to traffic from the membrane to the cytosol is calmodulin binding. Of all Ras isoforms, calmodulin exclusively binds K-Ras4B.28 Upon binding calmodulin, K-Ras4B dissociates from the membrane to the cytosol in a calcium dependent manner.29
Phosphodiesterase δ is also involved in shuttling of prenyl-modified proteins like Ras, Rheb, Rap, and Rho from the membrane to the intracellular compartments by binding to their farnesyl groups.30-32 Additionally, phosphodiesterase δ continuously sequesters mislocalized K-Ras from endomembranes and unloads it to perinuclear membranes. Subsequently, electrostatic interactions allow K-Ras enrichment in recycling endosomes, which transport K-Ras to the plasma membrane.33 The phosphodiesterase δ dependent shuttling mechanism allows for signal propagation and makes phosphodiesterase δ an attractive therapeutic target.34,35 An inhibitor of phosphodiesterase δ, called deltarasin, can stop K-Ras signaling by relocating it to endomembranes. However, the lack of specificity toward Ras and the absence of nucleotide dependence in phosphodiesterase δ–Ras binding suggest possible side-effects.
So far, evidence for the localization patterns of Ras proteins on lipid rafts has been contradictory. H-Ras localizes to lipid rafts in a nucleotide dependent manner.36-38 Inactive GDP-bound H-Ras is found in lipid rafts,39,40 while H-Ras-GTP occupies the disordered membrane regions where it interacts with galectin-1.41,42 N-Ras also partitions into lipid rafts, and membrane curvature plays an important role in N-Ras enrichment in the raft-like liquid ordered phases.43,44 Moreover, it is possible to alter spatiotemporal organization of H-Ras and N-Ras through liquid-ordered domain stabilization by a nonsteroidal anti-inflammatory drug indomethacin.45 K-Ras localization on lipid rafts is a contentious issue. Some groups have observed K-Ras localization on rafts 39,46, while others have not.40 This inconsistency may be ascribed to differences in the methods of preparation of lipid rafts or the techniques for protein detection in the membrane microdomains. K-Ras was found in non-raft regions using confocal microscopy,30 immunogold labeling 39 and electron microscopy.40 However, reports from several groups that use different membrane preparation and detection methods to show K-Ras in lipid rafts, lends credibility to the idea that K-Ras is distributed between raft and non-raft membrane microdomains.47,48 K-Ras was co-purified with detergent resistant lipid rafts at physiological pH.33 Fluorescence microscopic imaging with EGFP and antibody probes was used to discover K-Ras co-localization with a lipid raft marker GM1.32 While purification of lipid rafts from the plasma membrane may significantly affect their composition, most imaging techniques, including confocal microscopy and electron microscopy, are limited by their resolution. If lipid rafts are very small structures within the membrane their detection may be challenging. An example of this comes from the comparison of Lck, which localizes to lipid rafts, and K-Ras using high accuracy position and temporal resolution single-molecule microscopy.49 This study revealed only minor differences in the diffusion behavior, suggesting that lipid rafts must be very small (<137 nm in diameter) and do not affect the mobility of Lck and K-Ras. Modern super high resolution imaging techniques, such as photo-activated localization microscopy or stochastic optical reconstruction microscopy that can resolve structures as small as 10 nm in diameter,50 will be very useful in addressing the questions in regards to Ras membrane localization. If K-Ras localization and function in the plasma membrane is nucleotide-dependent, like it is for H-Ras, then specific regulation of K-Ras-GTP by drugs altering the membrane composition may provide a possible anti-cancer therapeutic approach.51-53
Membrane microdomains change the access of Ras to its binding partners
Ras proteins have different degrees of access to GEFs, GAPs, and effectors in various microdomains.54 This differential access idea (graphically shown in Fig. 3) can explain isoform-specific signaling of Ras. For example, H-Ras activates PI3-K to a greater extent than K-Ras4B whereas K-Ras4B is responsible for activation of Raf-1.55 Although the membrane localization pattern of PI3-K has not been studied, a substrate of PI3-K, Phosphatidylinositol 4, 5-bisphosphate (PIP2), is found in the inner leaflet of membrane microdomains.56 These PIP2 microdomains can be cholesterol independent and distinct from rafts. It is conceivable that PI3-K may co-localize with its substrate PIP2 in these microdomains. Incidentally, H-Ras nanoclusters are enriched in phosphatidylinositols.57 K-Ras-GTP is similar to H-Ras-GTP in its ability to form nanoclusters on PIP3-rich intact plasma membrane sheets.57 However, K-Ras-GTP nanoclusters are enriched in phosphatidic acid to a greater extent than either H-Ras-GTP or H-Ras-GDP nanoclusters.58 Recently, using a phospholipid array binding assay, we found that while GDP-bound full-length wild type K-Ras4B non-specifically interacted with most anionic phospholipids, the GDP-bound oncogenic G12D and G12V mutants preferentially associated with phosphatidylinositol monophosphates and with phosphatidic acid (Banerjee et al., in press). Preferential binding of oncogenic K-Ras4B-GDP to phosphatidic acid-rich microdomains may allow its GTP loading by SOS, which is allosterically activated by phosphatidic acid.59,60 Co-localization of K-Ras with phosphatidic acid is consistent with K-Ras's preferential activation of Raf, which has a phosphatidic acid binding domain.61
Figure 3.

Binding of Ras proteins to different membrane microdomains can allow access to specific effectors. This causes differential signaling of Ras proteins from distinct microdomains in the plasma membrane. Examples of membrane microdomains (A and B) are indicated in orange and green colors, respectively. Binding of growth factors (purple boxes) to their receptors (dimer shown as long purple rectangles) initiates recruitment of GRB2 (dark blue circle) and GEFs (red diamond in microdomain A and light blue triangle in microdomain B indicate different kinds of GEFs recruited by specific microdomains). This leads to activation of Ras proteins that elicit different downstream signals.
Electrostatic interactions between the HVR of K-Ras4B and the plasma membrane lead to higher affinity binding of K-RasG12V to the membrane as compared to H-RasG12V in baby hamster kidney (BHK) cells.25 The higher affinity may stimulate efficient recruitment and activation of Raf-1 molcules only on membrane-anchored K-Ras clusters.62 Significantly, when Raf-1 is directed to H-Ras occupied lipid rafts, the activation is minimal.63 This can be attributed to the exposure of Raf-1 to a distinct group of proteins and lipids present in the plasma membrane. Temporal regulation of Raf activation by Ras is an understudied topic. The initial interaction of Raf with Ras is followed by binding of kinases that phosphorylate Raf to achieve its full activation. The plasma membrane is likely to play an important role in this process. Kinetics studies of Raf activation by Ras on the plasma membrane of living cells suggest that Raf fixation to Ras is bimodal, including contributions from the Ras binding domain and the cysteine rich domain.64 This allows for Raf to position itself in a conformation suitable for interaction with downstream kinases and also allows extension of the on-times of Raf to interact with the kinases.
Two crucial factors determine the differences in activation by Ras isoforms. The first is the extent of co-localization of Ras isoforms with their corresponding receptor complexes on particular membrane microdomains.65 An illustration of this is the fact that K-Ras on disordered microdomains becomes efficiently activated in growth factor dependent cell lines. Conversely, H-Ras or N-Ras bound to lipid rafts are less active in these cells. K-Ras is preferentially activated because epidermal growth factor receptors and components of the activated receptor complex, including GEFs like SOS, also partition to the disordered microdomains.65 The second important factor for isoform-specific Ras signaling is the sensitivity of Ras isoforms to different GEFs recruited by activated receptors.65 For example, activation of Ras proteins by B-cell receptor (BCR) is independent of the localization patterns of the isoforms. RasGRP, a GEF protein, is responsible for activation of H-, N- and K-Ras proteins through BCR. Conversely, M-Ras, another Ras superfamily protein, is not activated through BCR. This is because M-Ras is sensitive to a different GEF, RasGRF.65 Thus, the interplay between different receptors and protein complexes that interact with Ras together modify the protein's exact response. The isoform related differences in access to activators and effects can be exploited for design of specific inhibitors aberrant activation of Ras in cancer.
Membrane induces conformational and functional alterations in Ras
Differences in orientation of Ras proteins on the plasma membrane can also lead to unique signaling mechanisms. This is predicted to occur through the exposure of different effector-interacting surfaces of membrane-bound Ras toward the cytoplasm (Fig. 4).66
Figure 4.

Different Ras isoforms can adopt distinct conformations on the membrane to diversify effector binding for fine-tuning downstream signals. Binding of growth factors (purple boxes) to their receptors (dimer shown as long purple rectangles) initiates recruitment of GRB2 (dark blue circle) and GEFs (light blue triangles). The activation of Ras proteins also activates their downstream effectors. However, different isoforms of Ras (denoted in orange and light green colors) may adopt unique conformations (shown by distinct indentation in the orange and light green circles, respectively). Different downstream effectors can bind to different conformers of Ras, thus giving rise to distinct signals.
Molecular dynamics simulations of Ras proteins, corroborated by fluorescence studies and cell assays, point toward a novel Switch III region involved in reorienting the H-Ras catalytic domain on membrane lipids. The Switch III region is believed to comprise the loop between β-strands 2 and 3, and the α-helix 5 of the catalytic domain. It reorients α-helix 4 of H-Ras upon nucleotide exchange, such that the G-domain in active H-Ras participates in membrane binding. In H-Ras-GDP, however, the HVR plays a more significant role in anchoring the protein in the membrane. This mechanism of orientation-dependent function is called the “balance model”.20,67 Interaction of H-Ras with effectors, PI3K and Ras scaffolding protein galectin are sensitive to H-Ras reorientation at the membrane. For example, while PI3-K and galectin interact better with the R169A/K170A mutant of H-RasG12V, their interaction is impaired with the R128A/R135A mutant of H-RasG12V.20,67 This is because the former mutant stabilizes and a more active orientation of Ras on the membrane for effector access. Experiments with model membranes further substantiate the role of the plasma membrane in constraining the conformations of the catalytic domains of N-Ras and K-Ras.68,69 Interestingly, in H-Ras the differences in the orientation of the catalytic domain on the membrane result in changes in the flexibility of its palmitate groups, which dictate the affinity of H-Ras for lipid rafts.70
K-Ras orientation on the plasma membrane, on the other hand, is regulated in a different manner from H-Ras. In K-Ras, the active GTP-bound conformation is stabilized by HVR binding to the membrane. Although the role of a similar to H-Ras Switch III region has not yet been investigated in Ras isoforms, including K-Ras, its existence cannot be overlooked.66 An alternative idea is that, in K-Ras, there are only slight differences in orientations of the GTP- and GDP-bound states on the membrane.20,67 This is due to the fact that the catalytic domain of K-Ras-GTP is much more flexible than that of H-Ras-GTP. This flexibility causes an almost random orientation of K-Ras-GTP on the membrane.68 The structural differences in Ras imposed by the membrane environment can lead to alterations in the Ras oligomerization status, binding of GEFs, GAPs and effectors, ultimately resulting in different signaling outputs.
Ras dimerization, oligomerization and clustering
The possibility of Ras existing in different oligomerization states at the plasma membrane has recently emerged as a new way of regulating Ras function. Ras dimers are observed by X-Ray crystallography.71 Inouye et al. used a protein-fragmentation complementation assay to demonstrate that Ras-GTP dimers in HEK293 cells mediate Raf-1 activation 72 (Fig. 5). H-Ras dimerization in lipid bilayers has been demonstrated by time-resolved fluorescence spectroscopy and microscopy, however no higher order oligomers of H-Ras were observed.73 Variations in membrane composition had no effect on H-Ras dimerization. N-Ras also dimerizes in the GDP-bound inactive state in POPC (1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine) bilayers.71 Dimerization of K-Ras4B has been studied by NMR 74 and by photoactivated localization microscopy.75 These studies identified contributions from the catalytic and HVR domains in dimer formation. The contribution of HVR to K-Ras4B dimerization is consistent with the involvement of the farnesyl group of HVR peptides in cooperative dimerization and binding to phospholipid bilayers.18 Ras proteins bind the POPC bilayers as dimers or oligomers, in an orientation perpendicular to the membrane surface. Although simulations point to a dimer, it has been proposed that oligomerization due to diffusion limited partner switching of dimers cannot be excluded.76 K-Ras4B forms nanoclusters that are membrane-anchored through a farnesylated HVR. Anchoring stabilizes the Ras dimers, increasing the Ras effective local concentration and favorably orienting the catalytic domain.77 The formation of large, activated Ras signaling complexes has also been observed by Murakoshi H et al. using single molecule FRET in KB cells.78 These large, activated signaling complexes recruit GAP molecules to the membrane, which then catalyze GTP hydrolysis and cause dissociation of the complexes. These results suggest that GDP-bound Ras is less prone to oligomerization.78 However, several publications propose the formation of Ras-GTP as well as Ras-GDP nanoclusters, which are spatially distinct for each isoform.58 Methodological differences used by different labs may have led to alternate conclusions regarding the existence of Ras-GDP oligomers. Murakoshi et al. use FRET to study the formation of complexes whereas the Hancock group employs EM on immunogold labeled plasma membrane sheets and mathematical models toward the same aim. Electron microscopy and single flourophore tracking indicate that Ras proteins are arrayed in nanoclusters on the inner plasma membrane.39,78-80 These nanoclusters are formed through the assembly of the lipid-anchored Ras proteins into transient dynamic structures. They contain 6–8 Ras proteins with a diameter of 12–22 nm, and are highly dynamic structures since each cluster turns over on average every 0.4 s. Each Ras isoform occupies spatially distinct nanoclusters and about 40% of any Ras isoform is arrayed in these nanoclusters.79
Figure 5.

Raf activation by Ras. Raf consists of a catalytic domain which has 2 lobes (C- and N-lobes), a cysteine-rich domain (CRD), and Ras-binding domain (RBD). The CRD connects to the catalytic domain via a flexible hinge region. In resting cells (bottom of figure), Raf monomers are autoinhibited by their CRD domain which interacts with the catalytic domain. Interaction with membrane-anchored GTP-bound Ras relieves the autoinhibition. RBD at the N-terminal of Raf interacts with Ras, swinging the CRD away, and exposing the Raf dimerization surface. Raf dimerizes by a side-to-side interaction, creating an asymmetric active dimer. Raf's CRD interacts with the membrane, stabilizing the complex. This architecture effectively creates a Raf-linked Ras dimer. However, in addition, it is currently believed that Ras also forms direct dimers. While dimerization and clustering provide co-localization and leads to cooperativity, here our major tenet is that they drive specificity and that this is the major reason that they evolved. Clustering can help thwart pathway redundancy of Ras isoforms. The protein databank (PDB) codes for the structures shown here are: 1UWH (Raf dimer), 2L05 (RBD), and 3GFT (Ras).
Recent dramatic advances in single molecule imaging techniques are giving us a deeper insight into interactions of Raf with Ras clusters.81,82 Photoactivated localization microscopy with bimolecular fluorescence complementation (BiFC-PALM) allowing detection of protein-protein interactions with 18 nm precision was used to identify K-Ras/Raf clusters of 30 nm in diameter and to observe the nanoscale clustering and diffusion of these complexes from the cell membrane.81 Similarly, quantitative PALM imaging has allowed visualization of Raf multimers.82 This work suggests that the CAAX motif of Ras drives Raf molecules in clusters. These Raf clusters are similar in size to Ras clusters.
Despite these advances, the exact mechanism of Ras dimerization and clustering is not fully understood. Computer simulations suggest that lipid anchors in the HVR of H-Ras and N-Ras are capable of forming dimers and nanoclusters.71,73,83 In-cell studies of the K-Ras lipid anchor using Homo-FRET and electron microscopy also demonstrate that the lipid anchor is sufficient for dimerization and clustering on the membrane.84 How can the HVR, - that is not involved in nucleotide binding or hydrolysis - affect dimer and nanocluster formation in a nucleotide dependent manner? It is possible that the catalytic domain of Ras has a way to communicate with the HVR. Intriguingly, a conserved water-mediated hydrogen-bonding network linking the nucleotide sensor residues R161 and R164 on helix 5 to the active site was discovered in Ras-GTP but not in Ras-GDP.85 This hydrogen-bonding network might relay the conformational changes induced by nucleotide binding to helix 5 and subsequently to the directly linked HVR. In this way, the nucleotide-induced conformational changes can affect membrane binding, dimerization and clustering of Ras. Alternatively, nanoclustering of Ras can be mediated by nucleotide dependent interactions with scaffold proteins, such as galectin.86 Finally, it is also possible that the catalytic domain of Ras is directly involved in nucleotide-dependent dimer formation and clustering.
Ras nanoclusters function to efficiently recruit effectors for signaling pathways. The propensity to form nanoclusters is a direct function of the concentration of EGF upon stimulation. As confirmed by single particle tracking, Raf is recruited from the cytosol to Ras clusters.78,80 The association of MEK with both Raf and ERK ensures the recruitment of the entire MAP kinase cascade to Ras nanoclusters.87-89 Studies confirm the significance of Ras nanoclusters in MAPK activation; blocking nanocluster formation disrupts Ras-dependent MAPK signaling.45,90-92 In line with this, in silico abrogation of Ras nanoclusters leads to failure of Raf recruitment.93 Importantly, the signal output decreases to 3% of its maximal value when Ras proteins function as individual molecules rather than as nanoclusters.39,93 A decrease in Ras clustering diminishes the target area of the plasma membrane available for Raf-MEK-ERK recruitment, which in turn, decreases the probability of successful recruitment and activation. Conversely, K-Ras nanoclustering can be increased by membrane depolarization that causes reorganization of phosphatidylserine and PIP2 and amplifies MAPK signaling.94 Collectively, these data confirm that cell signaling relies on the formation of functional Ras nanoclusters at the plasma membrane, similar to other membrane-anchored signaling platforms, and suggest that cells can adjust their response to the environmental stimuli by regulating the extent of Ras clustering.95 Interestingly, Raf dimerization enhanced by Raf inhibitors increases Ras clustering, suggesting a possible role of effectors in stabilizing Ras oligomers on the plasma membrane.96 The emerging model of the role of Ras clustering in activation of Raf is shown in Figure 6. Raf is classically activated by the autoinhibition-release mechanism when binding of Ras-GTP to the Ras binding domain (RBD) of Raf allows the cysteine rich domain (CRD) of Raf to move away from the catalytic domain. This exposes the Raf dimerization surface and leads to formation of Raf dimers by a side-to-side interaction. Raf's CRD interacts with the membrane and stabilizes the complex. This creates a Raf-linked Ras dimer.
Figure 6.

Ras proteins exist in different oligomeric states on certain membrane microdomains. These states function as signaling platforms that activate distinct effectors to produce different signaling outputs. Examples of membrane microdomains (A and B) are indicated in orange and green colored lipids respectively. Binding of growth factors (purple boxes) to their receptors (dimer shown as long purple rectangles) initiates recruitment of GRB2 (dark blue circle) and GEFs (light blue triangle). Different microdomains can allow different oligomeric states of Ras (in the figure microdomain B allows clustering of Ras whereas microdomain A does not). These oligomerization states can lead to different downstream signals.
Thus, the initial Ras dimers and nanoclusters provide co-localization and cooperativity for interactions with effectors. The isoform specific HVRs may participate in Ras clustering and interactions with effectors,97 ultimately reducing redundancy in Ras signaling.
The Ras nanocluster system has an intrinsic capability to maintain its downstream functions despite internal and external perturbations. Activation of the MAP kinase module exclusively at the plasma membrane provides resistance against pharmacological inhibitors.98 There are 2 possible explanations for this.95 The existing nanocluster may act as a digital switch that is completely activated in response to a low Raf input or it could be a high gain amplifier of Raf activation. Experimental studies and molecular simulations suggest that Ras nanoclusters function as high-gain amplifiers for MEK activity.95 However, the EGF input is capable of providing a graded ERK output based on the number of activated nanoswitches. A graphical representation of signaling through Ras oligomers is shown in Figure 6.
One proposed function of Ras oligomers is to facilitate homo- and heterodimerization of Raf kinases, which are required for Raf activation.99 Thus, Ras oligomers can be expected to increase Raf activation. Potential modulation of SOS activity by Ras dimers can also happen, depending on the 2-dimensional dimerization affinity on membrane surfaces. This effect could contribute to the recently observed mild Ras density–dependence of SOS activity.100 Thus, interactions of Ras GEFs, GAPs, and other effectors with Ras oligomers are possible but have not yet been well investigated.
Summary
In conclusion, the diverse plasma membrane microdomains appear to play a decisive role in regulating Ras signaling. Membrane association limits the accessibility of Ras to effectors and allosterically alters the conformation of Ras and its oligomerization state. In this way, diversity of Ras signaling responses can be achieved and optimized across Ras isoforms. It is quite possible that the number and distribution of membrane microdomains are affected through cellular mechanisms, which include endosomal trafficking and lipid sorting. Importantly, membrane organization can be controlled extracellularly, for example, by growth factor binding to its receptor or by pharmacological agents. Understanding how regulation of Ras signaling happens at the membrane will offer new opportunities for anti-cancer drug design.
Open Questions
Although it is becoming clear that the plasma membrane regulates Ras signaling in several ways, understanding of the structural mechanisms underlying this regulation is currently lacking. The structure and oligomerization state of membrane-bound Ras are expected to differ significantly from those without the membrane. New data suggests that the C-terminal HVR can influence the catalytic domain. This suggests that post-translational modifications within HVR are likely to play a role in modulating the structure and dynamics of the catalytic domain. Which regions of Ras are affected by C-terminal carboxymethylation, the farnesyl and palmitoyl groups and how these regions participate in binding the membrane, conformational rearrangements, oligomerization, and interaction with Ras regulators and effectors are the questions that remain to be answered. Solving the structure of Ras bearing relevant post-translational modifications in its membrane-bound state will be a significant step forward in elucidation of the membrane binding mechanism. This structure will allow further research into the mechanisms of Ras oligomerization and regulator and effector access. Finally, the detailed mechanistic insight into the regulation of Ras function by the plasma membrane will lead to development of effective drugs to abate deleterious signaling of Ras in cancer.
Disclosure of Potential Conflicts of Interest
No potential conflicts of interest were disclosed.
Funding
We gratefully acknowledge the generous support from the American Cancer Society Grant RGS-09–057–01-GMC, the National Cancer Institute Grants R01 CA135341 and R01 CA188427, and the National Heart, Lung and Blood Institite Grant R21 HL1185288 to V.G. This project has been funded in whole or in part with Federal funds from the National Cancer Institute, National Institutes of Health, under contract number HHSN261200800001E. The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the US. Government. This research was supported (in part) by the Intramural Research Program of the NIH, National Cancer Institute, Center for Cancer Research.
References
- 1.Boriack-Sjodin PA, Margarit SM, Bar-Sagi D, Kuriyan J. The structural basis of the activation of Ras by Sos. Nature (1998); 394:337-43; PMID:9690470; http://dx.doi.org/ 10.1038/28548 [DOI] [PubMed] [Google Scholar]
- 2.Nassar N, Horn G, Herrmann C, Block C, Janknecht R, Wittinghofer A. Ras/Rap effector specificity determined by charge reversal. Nat Struct Biol (1996); 3:723-9; PMID:8756332; http://dx.doi.org/ 10.1038/nsb0896-723 [DOI] [PubMed] [Google Scholar]
- 3.Huang L, Hofer F, Martin GS, Kim SH. Structural basis for the interaction of Ras with RalGDS. Nat Struct Biol (1998); 5:422-6; PMID:9628477; http://dx.doi.org/ 10.1038/nsb0698-422 [DOI] [PubMed] [Google Scholar]
- 4.Pacold ME, Suire S, Perisic O, Lara-Gonzalez S, Davis CT, Walker EH, Hawkins PT, Stephens L, Eccleston JF, Williams RL. Crystal structure and functional analysis of Ras binding to its effector phosphoinositide 3-kinase gamma. Cell (2000); 103:931-43; PMID:11136978; http://dx.doi.org/ 10.1016/S0092-8674(00)00196-3 [DOI] [PubMed] [Google Scholar]
- 5.Scheffzek K, Ahmadian MR, Kabsch W, Wiesmuller L, Lautwein A, Schmitz F, Wittinghofer A. The Ras-RasGAP complex: structural basis for GTPase activation and its loss in oncogenic Ras mutants. Science (1997); 277:333-8; PMID:9219684; http://dx.doi.org/ 10.1126/science.277.5324.333 [DOI] [PubMed] [Google Scholar]
- 6.Ito Y, Yamasaki K, Iwahara J, Terada T, Kamiya A, Shirouzu M, Muto Y, Kawai G, Yokoyama S, Laue ED, et al.. Regional polysterism in the GTP-bound form of the human c-Ha-Ras protein. Biochemistry (1997); 36:9109-19; PMID:9230043; http://dx.doi.org/ 10.1021/bi970296u [DOI] [PubMed] [Google Scholar]
- 7.Buhrman G, de Serrano V, Mattos C. Organic solvents order the dynamic switch II in Ras crystals. Structure (2003); 11:747-51; PMID:12842038; http://dx.doi.org/ 10.1016/S0969-2126(03)00128-X [DOI] [PubMed] [Google Scholar]
- 8.Spoerner M, Hozsa C, Poetzl JA, Reiss K, Ganser P, Geyer M, Kalbitzer HR. Conformational states of human rat sarcoma (Ras) protein complexed with its natural ligand GTP and their role for effector interaction and GTP hydrolysis. J Biol Chem (2010); 285:39768-78; PMID:20937837; http://dx.doi.org/ 10.1074/jbc.M110.145235 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Simons K, Vaz WL. Model systems, lipid rafts, and cell membranes. Annu Rev Biophys Biomol Struct (2004); 33:269-95; PMID:15139814; http://dx.doi.org/ 10.1146/annurev.biophys.32.110601.141803 [DOI] [PubMed] [Google Scholar]
- 10.Fujiwara T, Ritchie K, Murakoshi H, Jacobson K, Kusumi A. Phospholipids undergo hop diffusion in compartmentalized cell membrane. J Cell Biol (2002); 157:1071-81; PMID:12058021; http://dx.doi.org/ 10.1083/jcb.200202050 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Murase K, Fujiwara T, Umemura Y, Suzuki K, Iino R, Yamashita H, Saito M, Murakoshi H, Ritchie K, Kusumi A. Ultrafine membrane compartments for molecular diffusion as revealed by single molecule techniques. Biophys J (2004); 86:4075-93; PMID:15189902; http://dx.doi.org/ 10.1529/biophysj.103.035717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Ahearn IM, Haigis K, Bar-Sagi D, Philips MR. Regulating the regulator: post-translational modification of RAS. Nature reviews. Mol Cell Biol (2012); 13:39-51 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Hancock JF, Prior IA. Electron microscopic imaging of Ras signaling domains. Methods (2005); 37:165-72; PMID:16288888; http://dx.doi.org/ 10.1016/j.ymeth.2005.05.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Laude AJ, Prior IA. Plasma membrane microdomains: organization, function and trafficking. Mol membrane Biol (2004); 21:193-205; PMID:15204627; http://dx.doi.org/ 10.1080/09687680410001700517 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Prior IA, Parton RG, and Hancock JF. Observing cell surface signaling domains using electron microscopy. Sci STKE (2003); 2003:PL9; PMID:12684529 [DOI] [PubMed] [Google Scholar]
- 16.Murray D, Ben-Tal N, Honig B, and McLaughlin S. Electrostatic interaction of myristoylated proteins with membranes: simple physics, complicated biology. Structure (1997); 5:985-9; PMID:9309215; http://dx.doi.org/ 10.1016/S0969-2126(97)00251-7 [DOI] [PubMed] [Google Scholar]
- 17.Ariotti N, Fernandez-Rojo MA, Zhou Y, Hill MM, Rodkey TL, Inder KL, Tanner LB, Wenk MR, Hancock JF, Parton RG. Caveolae regulate the nanoscale organization of the plasma membrane to remotely control Ras signaling. J Cell Biol (2014); 204:777-92; PMID:24567358; http://dx.doi.org/ 10.1083/jcb.201307055 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Jang H, Abraham SJ, Chavan TS, Hitchinson B, Khavrutskii L, Tarasova NI, Nussinov R, Gaponenko V. Mechanisms of membrane binding of small GTPase K-Ras4B farnesylated hypervariable region. J Biol Chem (2015); 290:9465-77; PMID:25713064; http://dx.doi.org/ 10.1074/jbc.M114.620724 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Reuther GW, Der CJ. The Ras branch of small GTPases: Ras family members don't fall far from the tree. Curr Opin Cell Biol (2000); 12:157-65; PMID:10712923; http://dx.doi.org/ 10.1016/S0955-0674(99)00071-X [DOI] [PubMed] [Google Scholar]
- 20.Abankwa D, Hanzal-Bayer M, Ariotti N, Plowman SJ, Gorfe AA, Parton RG, McCammon JA, Hancock JF. A novel switch region regulates H-ras membrane orientation and signal output. EMBO J (2008); 27:727-35; PMID:18273062; http://dx.doi.org/ 10.1038/emboj.2008.10 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Eisenberg S, Henis YI. Interactions of Ras proteins with the plasma membrane and their roles in signaling. Cellular Signalling (2008); 20:31-9; PMID:17888630; http://dx.doi.org/ 10.1016/j.cellsig.2007.07.012 [DOI] [PubMed] [Google Scholar]
- 22.Goodwin JS, Drake KR, Rogers C, Wright L, Lippincott-Schwartz J, Philips MR, Kenworthy AK. Depalmitoylated Ras traffics to and from the Golgi complex via a nonvesicular pathway. J Cell Biol (2005); 170:261-72; PMID:16027222; http://dx.doi.org/ 10.1083/jcb.200502063 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Ghomashchi F, Zhang X, Liu L, Gelb MH. Binding of prenylated and polybasic peptides to membranes: affinities and intervesicle exchange. Biochemistry (1995); 34:11910-8; PMID:7547927; http://dx.doi.org/ 10.1021/bi00037a032 [DOI] [PubMed] [Google Scholar]
- 24.Ashery U, Yizhar O, Rotblat B, Kloog Y. Nonconventional trafficking of Ras associated with Ras signal organization. Traffic (2006); 7:119-26; PMID:16824054; http://dx.doi.org/ 10.1111/j.1600-0854.2006.00459.x [DOI] [PubMed] [Google Scholar]
- 25.Plowman SJ, Ariotti N, Goodall A, Parton RG, Hancock JF. Electrostatic interactions positively regulate K-Ras nanocluster formation and function. Mol Cell Biol (2008); 28:4377-85; PMID:18458061; http://dx.doi.org/ 10.1128/MCB.00050-08 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Barcelo C, Paco N, Beckett AJ, Alvarez-Moya B, Garrido E, Gelabert M, Tebar F, Jaumot M, Prior I, Agell N. Oncogenic K-ras segregates at spatially distinct plasma membrane signaling platforms according to its phosphorylation status. J Cell Sci (2013); 126:4553-9; PMID:23943869; http://dx.doi.org/ 10.1242/jcs.123737 [DOI] [PubMed] [Google Scholar]
- 27.Gelabert-Baldrich M, Soriano-Castell D, Calvo M, Lu A, Vina-Vilaseca A, Rentero C, Pol A, Grinstein S, Enrich C, Tebar F. Dynamics of KRas on endosomes: involvement of acidic phospholipids in its association. FASEB J (2014); 28:3023-37; PMID:24719356; http://dx.doi.org/ 10.1096/fj.13-241158 [DOI] [PubMed] [Google Scholar]
- 28.Villalonga P, Lopez-Alcala C, Bosch M, Chiloeches A, Rocamora N, Gil J, Marais R, Marshall CJ, Bachs O, Agell N. Calmodulin binds to K-Ras, but not to H- or N-Ras, and modulates its downstream signaling. Mol Cell Biol (2001); 21:7345-54; PMID:11585916; http://dx.doi.org/ 10.1128/MCB.21.21.7345-7354.2001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Sidhu RS, Clough RR, Bhullar RP. Ca2+/calmodulin binds and dissociates K-RasB from membrane. Biochem Biophys Res Commun (2003); 304:655-60; PMID:12727204; http://dx.doi.org/ 10.1016/S0006-291X(03)00635-1 [DOI] [PubMed] [Google Scholar]
- 30.Hanzal-Bayer M, Renault L, Roversi P, Wittinghofer A, Hillig RC. The complex of Arl2-GTP and PDE delta: from structure to function. EMBO J (2002); 21:2095-106; PMID:11980706; http://dx.doi.org/ 10.1093/emboj/21.9.2095 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Nancy V, Callebaut I, El Marjou A, de Gunzburg J. The delta subunit of retinal rod cGMP phosphodiesterase regulates the membrane association of Ras and Rap GTPases. J Biol Chem (2002); 277:15076-84; PMID:11786539 [DOI] [PubMed] [Google Scholar]
- 32.Bhagatji P, Leventis R, Rich R, Lin CJ, Silvius JR. Multiple cellular proteins modulate the dynamics of K-ras association with the plasma membrane. Biophys J (2010); 99:3327-35; PMID:21081081; http://dx.doi.org/ 10.1016/j.bpj.2010.10.001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Schmick M, Vartak N, Papke B, Kovacevic M, Truxius DC, Rossmannek L, Bastiaens PI. KRas localizes to the plasma membrane by spatial cycles of solubilization, trapping and vesicular transport. Cell (2014); 157:459-71; PMID:24725411; http://dx.doi.org/ 10.1016/j.cell.2014.02.051 [DOI] [PubMed] [Google Scholar]
- 34.Zimmermann G, Papke B, Ismail S, Vartak N, Chandra A, Hoffmann M, Hahn SA, Triola G, Wittinghofer A, Bastiaens PI, et al.. Small molecule inhibition of the KRAS-PDEdelta interaction impairs oncogenic KRAS signalling. Nature (2013); 497:638-42; PMID:23698361; http://dx.doi.org/ 10.1038/nature12205 [DOI] [PubMed] [Google Scholar]
- 35.Zimmermann G, Schultz-Fademrecht C, Kuchler P, Murarka S, Ismail S, Triola G, Nussbaumer P, Wittinghofer A, Waldmann H. Structure guided design and kinetic analysis of highly potent benzimidazole inhibitors targeting the PDEdelta prenyl binding site. J Med Chem (2014); 57:5435-48; PMID:24884780; http://dx.doi.org/ 10.1021/jm500632s [DOI] [PubMed] [Google Scholar]
- 36.Rizzo MA, Kraft CA, Watkins SC, Levitan ES, Romero G. Agonist-dependent traffic of raft-associated Ras and Raf-1 is required for activation of the mitogen-activated protein kinase cascade. J Biol Chem (2001); 276:34928-33; PMID:11466321; http://dx.doi.org/ 10.1074/jbc.M105918200 [DOI] [PubMed] [Google Scholar]
- 37.Roy S, Luetterforst R, Harding A, Apolloni A, Etheridge M, Stang E, Rolls B, Hancock JF, Parton RG. Dominant-negative caveolin inhibits H-Ras function by disrupting cholesterol-rich plasma membrane domains. Nat Cell Biol (1999); 1:98-105; PMID:10559881; http://dx.doi.org/ 10.1038/15687 [DOI] [PubMed] [Google Scholar]
- 38.Mineo C, James GL, Smart EJ, Anderson RG. Localization of epidermal growth factor-stimulated Ras/Raf-1 interaction to caveolae membrane. J Biol Chem (1996); 271:11930-5; PMID:8662667; http://dx.doi.org/ 10.1074/jbc.271.20.11930 [DOI] [PubMed] [Google Scholar]
- 39.Plowman SJ, Muncke C, Parton RG, Hancock JF. H-ras K-ras, and inner plasma membrane raft proteins operate in nanoclusters with differential dependence on the actin cytoskeleton. Proc Natl Acad Sci U S A (2005); 102:15500-5; PMID:16223883; http://dx.doi.org/ 10.1073/pnas.0504114102 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Prior IA, Harding A, Yan J, Sluimer J, Parton RG, Hancock JF. GTP-dependent segregation of H-ras from lipid rafts is required for biological activity. Nat Cell Biol (2001); 3:368-75; PMID:11283610; http://dx.doi.org/ 10.1038/35070050 [DOI] [PubMed] [Google Scholar]
- 41.Belanis L, Plowman SJ, Rotblat B, Hancock JF, Kloog Y. Galectin-1 is a novel structural component and a major regulator of h-ras nanoclusters. Mol Biol Cell (2008); 19:1404-14; PMID:18234837; http://dx.doi.org/ 10.1091/mbc.E07-10-1053 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Elad-Sfadia G, Haklai R, Ballan E, Gabius HJ, Kloog Y. Galectin-1 augments Ras activation and diverts Ras signals to Raf-1 at the expense of phosphoinositide 3-kinase. J Biol Chem (2002); 277:37169-75; PMID:12149263; http://dx.doi.org/ 10.1074/jbc.M205698200 [DOI] [PubMed] [Google Scholar]
- 43.Iversen L, Mathiasen S, Larsen JB, Stamou D. Membrane curvature bends the laws of physics and chemistry. Nat Chem Biol (2015); 11:822-5; PMID:26485070; http://dx.doi.org/ 10.1038/nchembio.1941 [DOI] [PubMed] [Google Scholar]
- 44.Larsen JB, Jensen MB, Bhatia VK, Pedersen SL, Bjornholm T, Iversen L, Uline M, Szleifer I, Jensen KJ, Hatzakis NS, Stamou D. Membrane curvature enables N-Ras lipid anchor sorting to liquid-ordered membrane phases. Nat Chem Biol (2015); 11:192-4; PMID:25622090; http://dx.doi.org/ 10.1038/nchembio.1733 [DOI] [PubMed] [Google Scholar]
- 45.Zhou Y, Cho KJ, Plowman SJ, Hancock JF. Nonsteroidal anti-inflammatory drugs alter the spatiotemporal organization of Ras proteins on the plasma membrane. J Biol Chem (2012); 287:16586-95; PMID:22433858; http://dx.doi.org/ 10.1074/jbc.M112.348490 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Kranenburg O, Verlaan I, Moolenaar WH. Regulating c-Ras function. cholesterol depletion affects caveolin association, GTP loading, and signaling. Curr Biol (2001); 11:1880-4; PMID:11728312; http://dx.doi.org/ 10.1016/S0960-9822(01)00582-6 [DOI] [PubMed] [Google Scholar]
- 47.Parmryd I, Adler J, Patel R, Magee AI. Imaging metabolism of phosphatidylinositol 4,5-bisphosphate in T-cell GM1-enriched domains containing Ras proteins. Experimental Cell Res (2003); 285:27-38; PMID:12681284; http://dx.doi.org/ 10.1016/S0014-4827(02)00048-4 [DOI] [PubMed] [Google Scholar]
- 48.White MA, Anderson RG. Which Ras rides the raft? Nat Cell Biol (2001); 3:E172; PMID:11483966; http://dx.doi.org/ 10.1038/35087098 [DOI] [PubMed] [Google Scholar]
- 49.Lommerse PH, Vastenhoud K, Pirinen NJ, Magee AI, Spaink HP, Schmidt T. Single-molecule diffusion reveals similar mobility for the Lck, H-ras, and K-ras membrane anchors. Biophys J (2006); 91:1090-7; PMID:16920696; http://dx.doi.org/ 10.1529/biophysj.105.079053 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Sengupta P, Van Engelenburg S, Lippincott-Schwartz J. Visualizing cell structure and function with point-localization superresolution imaging. Dev Cell (2012); 23:1092-102; PMID:23237943; http://dx.doi.org/ 10.1016/j.devcel.2012.09.022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Cantoria MJ, Boros LG, Meuillet EJ. Contextual inhibition of fatty acid synthesis by metformin involves glucose-derived acetyl-CoA and cholesterol in pancreatic tumor cells. Metabolomics (2014); 10:91-104; PMID:24482631; http://dx.doi.org/ 10.1007/s11306-013-0555-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Calvert RJ, Tepper S, Kammouni W, Anderson LM, Kritchevsky D. Elevated K-ras activity with cholestyramine and lovastatin, but not konjac mannan or niacin in lung–importance of mouse strain. Biochem Pharmacol (2006); 72:1749-55; PMID:17005160; http://dx.doi.org/ 10.1016/j.bcp.2006.08.026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Calvert RJ, Tepper S, Diwan BA, Anderson LM, Kritchevsky D. Treatment with lovastatin, cholestyramine or niacin alters K-ras membrane association in mouse lung in a strain-dependent manner: results in females. Biochem Pharmacol (2003); 66:393-403; PMID:12907238; http://dx.doi.org/ 10.1016/S0006-2952(03)00211-9 [DOI] [PubMed] [Google Scholar]
- 54.Plowman SJ, Hancock JF. Ras signaling from plasma membrane and endomembrane microdomains. Biochim Biophys Acta (2005); 1746:274-83; PMID:16039730; http://dx.doi.org/ 10.1016/j.bbamcr.2005.06.004 [DOI] [PubMed] [Google Scholar]
- 55.Yan J, Roy S, Apolloni A, Lane A, Hancock JF. Ras isoforms vary in their ability to activate Raf-1 and phosphoinositide 3-kinase. J Biol Chem (1998); 273:24052-6; PMID:9727023; http://dx.doi.org/ 10.1074/jbc.273.37.24052 [DOI] [PubMed] [Google Scholar]
- 56.van den Bogaart G, Meyenberg K, Risselada HJ, Amin H, Willig KI, Hubrich BE, Dier M, Hell SW, Grubmuller H, Diederichsen U, et al.. Membrane protein sequestering by ionic protein-lipid interactions. Nature (2011); 479:552-5; PMID:22020284; http://dx.doi.org/ 10.1038/nature10545 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57.Zhou Y, Hancock JF. Ras nanoclusters: Versatile lipid-based signaling platforms. Biochim Biophys Acta (2014); 4:841-984; PMID 25234412; http://www.sciencedirect.com/science/article/pii/S0167488914003334 [DOI] [PubMed] [Google Scholar]
- 58.Zhou Y, Liang H, Rodkey T, Ariotti N, Parton RG, Hancock JF. Signal integration by lipid-mediated spatial cross talk between Ras nanoclusters. Mol Cell Biol (2014); 34:862-76; PMID:24366544; http://dx.doi.org/ 10.1128/MCB.01227-13 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Zhao C, Du G, Skowronek K, Frohman MA, Bar-Sagi D. Phospholipase D2-generated phosphatidic acid couples EGFR stimulation to Ras activation by Sos. Nat Cell Biol (2007); 9:706-12; PMID:17486115 [DOI] [PubMed] [Google Scholar]
- 60.Yadav KK, Bar-Sagi D. Allosteric gating of Son of sevenless activity by the histone domain. Proc Natl Acad Sci U S A (2010); 107:3436-40; PMID:20133694; http://dx.doi.org/ 10.1073/pnas.0914315107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Ghosh S, Bell RM. Regulation of Raf-1 kinase by interaction with the lipid second messenger, phosphatidic acid. Biochemical Society Transactions (1997); 25:561-5; PMID:9191156; http://dx.doi.org/ 10.1042/bst0250561 [DOI] [PubMed] [Google Scholar]
- 62.Stokoe D, Macdonald SG, Cadwallader K, Symons M, Hancock JF. Activation of Raf as a result of recruitment to the plasma membrane. Science (1994); 264:1463-7; PMID:7811320; http://dx.doi.org/ 10.1126/science.7811320 [DOI] [PubMed] [Google Scholar]
- 63.Carey KD, Watson RT, Pessin JE, Stork PJ. The requirement of specific membrane domains for Raf-1 phosphorylation and activation. J Biol Chem (2003); 278:3185-96; PMID:12446733; http://dx.doi.org/ 10.1074/jbc.M207014200 [DOI] [PubMed] [Google Scholar]
- 64.Hibino K, Shibata T, Yanagida T, Sako Y. Activation kinetics of RAF protein in the ternary complex of RAF, RAS-GTP, and kinase on the plasma membrane of living cells: single-molecule imaging analysis. J Biol Chem (2011); 286:36460-8; PMID:21862573; http://dx.doi.org/ 10.1074/jbc.M111.262675 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Ehrhardt A, David MD, Ehrhardt GR, and Schrader JW. Distinct mechanisms determine the patterns of differential activation of H-Ras, N-Ras, K-Ras 4B, and M-Ras by receptors for growth factors or antigen. Mol Cell Biol (2004); 24:6311-23; PMID:15226433; http://dx.doi.org/ 10.1128/MCB.24.14.6311-6323.2004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Abankwa D, Gorfe AA, Hancock JF. Mechanisms of Ras membrane organization and signalling: Ras on a rocker. Cell cycle (2008); 7:2667-73; PMID:18758236; http://dx.doi.org/ 10.4161/cc.7.17.6596 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Abankwa D, Gorfe AA, Inder K, Hancock JF. Ras membrane orientation and nanodomain localization generate isoform diversity. Proc Natl Acad Sci U S A (2010); 107:1130-35; PMID:20080631; http://dx.doi.org/ 10.1073/pnas.0903907107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Kapoor S, Weise K, Erlkamp M, Triola G, Waldmann H, Winter R. The role of G-domain orientation and nucleotide state on the Ras isoform-specific membrane interaction. Eur Biophys J (2012); 41:801-13; PMID:22851002; http://dx.doi.org/ 10.1007/s00249-012-0841-5 [DOI] [PubMed] [Google Scholar]
- 69.Kapoor S, Triola G, Vetter IR, Erlkamp M, Waldmann H, Winter R. Revealing conformational substates of lipidated N-Ras protein by pressure modulation. Proc Natl Acad Sci U S A (2012); 109:460-5; PMID:22203965; http://dx.doi.org/ 10.1073/pnas.1110553109 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Guzman C, Solman M, Ligabue A, Blazevits O, Andrade DM, Reymond L, Eggeling C, Abankwa D. The efficacy of Raf kinase recruitment to the GTPase H-ras depends on H-ras membrane conformer-specific nanoclustering. J Biol Chem (2014); 289:9519-33; PMID:24569991; http://dx.doi.org/ 10.1074/jbc.M113.537001 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Guldenhaupt J, Rudack T, Bachler P, Mann D, Triola G, Waldmann H, Kotting C, Gerwert K. N-Ras forms dimers at POPC membranes. Biophys J (2012); 103:1585-93; PMID:23062351; http://dx.doi.org/ 10.1016/j.bpj.2012.08.043 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Inouye K, Mizutani S, Koide H, Kaziro Y. Formation of the Ras dimer is essential for Raf-1 activation. J Biol Chem (2000); 275:3737-40; PMID:10660519; http://dx.doi.org/ 10.1074/jbc.275.6.3737 [DOI] [PubMed] [Google Scholar]
- 73.Lin WC, Iversen L, Tu HL, Rhodes C, Christensen SM, Iwig JS, Hansen SD, Huang WY, Groves JT. H-Ras forms dimers on membrane surfaces via a protein-protein interface. Proc Natl Acad Sci U S A (2014); 111:2996-3001; PMID:24516166; http://dx.doi.org/ 10.1073/pnas.1321155111 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 74.Muratcioglu S, Chavan TS, Freed BC, Jang H, Khavrutskii L, Freed RN, Dyba MA, Stefanisko K, Tarasov SG, Gursoy A, et al.. GTP-Dependent K-Ras Dimerization. Structure (2015); 23:1325-35; PMID:26051715; http://dx.doi.org/ 10.1016/j.str.2015.04.019 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 75.Nan X, Tamguney TM, Collisson EA, Lin LJ, Pitt C, Galeas J, Lewis S, Gray JW, McCormick F, Chu S. Ras-GTP dimers activate the Mitogen-Activated Protein Kinase (MAPK) pathway. Proc Natl Acad Sci U S A (2015); 112:7996-8001; PMID:26080442; http://dx.doi.org/ 10.1073/pnas.1509123112 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 76.Woolf PJ, Linderman JJ. Self organization of membrane proteins via dimerization. Biophys Chem (2003); 104:217-27; PMID:12834840; http://dx.doi.org/ 10.1016/S0301-4622(02)00369-1 [DOI] [PubMed] [Google Scholar]
- 77.Abankwa D, Gorfe AA, Inder K, Hancock JF. Ras membrane orientation and nanodomain localization generate isoform diversity. Proc Natl Acad Sci U S A (2010); 107:1130-5; PMID:20080631; http://dx.doi.org/ 10.1073/pnas.0903907107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 78.Murakoshi H, Iino R, Kobayashi T, Fujiwara T, Ohshima C, Yoshimura A, Kusumi A. Single-molecule imaging analysis of Ras activation in living cells. Proc Natl Acad Sci U S A (2004); 101:7317-22; PMID:15123831; http://dx.doi.org/ 10.1073/pnas.0401354101 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 79.Prior IA, Muncke C, Parton RG, Hancock JF. Direct visualization of Ras proteins in spatially distinct cell surface microdomains. J Cell Biol (2003); 160:165-70; PMID:12527752; http://dx.doi.org/ 10.1083/jcb.200209091 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 80.Hibino K, Watanabe TM, Kozuka J, Iwane AH, Okada T, Kataoka T, Yanagida T, Sako Y. Single- and multiple-molecule dynamics of the signaling from H-Ras to cRaf-1 visualized on the plasma membrane of living cells. Chemphyschem (2003); 4:748-53; PMID:12901307; http://dx.doi.org/ 10.1002/cphc.200300731 [DOI] [PubMed] [Google Scholar]
- 81.Nickerson A, Huang T, Lin LJ, Nan X. Photoactivated localization microscopy with bimolecular fluorescence complementation (BiFC-PALM) for nanoscale imaging of protein-protein interactions in cells. PloS one (2014); 9:e100589; PMID:24963703; http://dx.doi.org/ 10.1371/journal.pone.0100589 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 82.Nan X, Collisson EA, Lewis S, Huang J, Tamguney TM, Liphardt JT, McCormick F, Gray JW, Chu S. Single-molecule superresolution imaging allows quantitative analysis of RAF multimer formation and signaling. Proc Natl Acad Sci U S A (2013); 110:18519-24 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 83.Janosi L, Li Z, Hancock JF, Gorfe AA. Organization, dynamics, and segregation of Ras nanoclusters in membrane domains. Proc Natl Acad Sci U S A (2012); 109:8097-102; PMID:22562795; http://dx.doi.org/ 10.1073/pnas.1200773109 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 84.Bader AN, Hoetzl S, Hofman EG, Voortman J, van Bergen en Henegouwen PM, van Meer G, Gerritsen HC. Homo-FRET imaging as a tool to quantify protein and lipid clustering. Chemphyschem (2011); 12:475-83; PMID:21344588; http://dx.doi.org/ 10.1002/cphc.201000801 [DOI] [PubMed] [Google Scholar]
- 85.Kearney BM, Johnson CW, Roberts DM, Swartz P, Mattos C. DRoP: a water analysis program identifies Ras-GTP-specific pathway of communication between membrane-interacting regions and the active site. J Mol Biol (2014); 426:611-29; PMID:24189050; http://dx.doi.org/ 10.1016/j.jmb.2013.10.036 [DOI] [PubMed] [Google Scholar]
- 86.Shalom-Feuerstein R, Plowman SJ, Rotblat B, Ariotti N, Tian T, Hancock JF, Kloog Y. K-ras nanoclustering is subverted by overexpression of the scaffold protein galectin-3. Cancer Res (2008); 68:6608-16; PMID:18701484; http://dx.doi.org/ 10.1158/0008-5472.CAN-08-1117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 87.Harding A, Hsu V, Kornfeld K, Hancock JF. Identification of residues and domains of Raf important for function in vivo and in vitro. J Biol Chem (2003); 278:45519-27; PMID:12954633; http://dx.doi.org/ 10.1074/jbc.M303106200 [DOI] [PubMed] [Google Scholar]
- 88.Zhu J, Balan V, Bronisz A, Balan K, Sun H, Leicht DT, Luo Z, Qin J, Avruch J, Tzivion G. Identification of Raf-1 S471 as a novel phosphorylation site critical for Raf-1 and B-Raf kinase activities and for MEK binding. Mol Biol Cell (2005); 16:4733-44; PMID:16093354; http://dx.doi.org/ 10.1091/mbc.E05-02-0090 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 89.Terai K, Matsuda M. Ras binding opens c-Raf to expose the docking site for mitogen-activated protein kinase kinase. EMBO Rep (2005); 6:251-5; PMID:15711535; http://dx.doi.org/ 10.1038/sj.embor.7400349 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 90.Rotblat B, Belanis L, Liang H, Haklai R, Elad-Zefadia G, Hancock JF, Kloog Y, Plowman SJ. H-Ras nanocluster stability regulates the magnitude of MAPK signal output. PloS One (2010); 5:e11991; PMID:20700538; http://dx.doi.org/ 10.1371/journal.pone.0011991 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 91.Tian T, Plowman SJ, Parton RG, Kloog Y, Hancock JF. Mathematical modeling of K-Ras nanocluster formation on the plasma membrane. Biophys J (2010); 99:534-43; PMID:20643072; http://dx.doi.org/ 10.1016/j.bpj.2010.04.055 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 92.Cho KJ, Hancock JF. Ras nanoclusters: a new drug target? Small GTPases (2013); 4:57-60; PMID:23419283; http://dx.doi.org/ 10.4161/sgtp.23145 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 93.Tian T, Harding A, Inder K, Plowman S, Parton RG, Hancock JF. Plasma membrane nanoswitches generate high-fidelity Ras signal transduction. Nat Cell Biol (2007); 9:905-14; PMID:17618274; http://dx.doi.org/ 10.1038/ncb1615 [DOI] [PubMed] [Google Scholar]
- 94.Zhou Y, Wong CO, Cho KJ, van der Hoeven D, Liang H, Thakur DP, Luo J, Babic M, Zinsmaier KE, Zhu MX, et al.. SIGNAL TRANSDUCTION. Membrane potential modulates plasma membrane phospholipid dynamics and K-Ras signaling. Science (2015); 349:873-6; PMID:26293964; http://dx.doi.org/ 10.1126/science.aaa5619 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 95.Harding A, Hancock JF. Ras nanoclusters: combining digital and analog signaling. Cell Cycle (2008); 7:127-34; PMID:18212529; http://dx.doi.org/ 10.4161/cc.7.2.5237 [DOI] [PMC free article] [PubMed] [Google Scholar]
- 96.Cho KJ, Kasai RS, Park JH, Chigurupati S, Heidorn SJ, van der Hoeven D, Plowman SJ, Kusumi A, Marais R, Hancock JF. Raf inhibitors target ras spatiotemporal dynamics. Curr Biol (2012); 22:945-55; PMID:22560614; http://dx.doi.org/ 10.1016/j.cub.2012.03.067 [DOI] [PubMed] [Google Scholar]
- 97.Williams JG, Drugan JK, Yi GS, Clark GJ, Der CJ, Campbell SL. Elucidation of binding determinants and functional consequences of Ras/Raf-cysteine-rich domain interactions. J Biol Chem (2000); 275:22172-9; PMID:10777480; http://dx.doi.org/ 10.1074/jbc.M000397200 [DOI] [PubMed] [Google Scholar]
- 98.Harding A, Tian T, Westbury E, Frische E, Hancock JF. Subcellular localization determines MAP kinase signal output. Curr Biol (2005); 15:869-73; PMID:15886107; http://dx.doi.org/ 10.1016/j.cub.2005.04.020 [DOI] [PubMed] [Google Scholar]
- 99.Roskoski R, Jr. RAF protein-serine/threonine kinases: structure and regulation. Biochem Biophys Res Commun (2010); 399:313-7; PMID:20674547; http://dx.doi.org/ 10.1016/j.bbrc.2010.07.092 [DOI] [PubMed] [Google Scholar]
- 100.Iversen L, Tu HL, Lin WC, Christensen SM, Abel SM, Iwig J, Wu HJ, Gureasko J, Rhodes C, Petit RS, et al.. Molecular kinetics. Ras activation by SOS: allosteric regulation by altered fluctuation dynamics. Science (2014); 345:50-4; PMID:24994643; http://dx.doi.org/ 10.1126/science.1250373 [DOI] [PMC free article] [PubMed] [Google Scholar]
